{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:SLLG6GGT3TQPOKYNW7UGAIZONG","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"4d2edf911399eb23202d5cb22443e53e25579718c0c6850e5bb172baef7e6168","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T08:58:33Z","title_canon_sha256":"a0d91f865496fc1cad60fdf852ee541f639b2fb6e6f7dc2d0d761a4ca5b8e879"},"schema_version":"1.0","source":{"id":"2607.22651","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.22651","created_at":"2026-07-28T00:21:47Z"},{"alias_kind":"arxiv_version","alias_value":"2607.22651v1","created_at":"2026-07-28T00:21:47Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.22651","created_at":"2026-07-28T00:21:47Z"},{"alias_kind":"pith_short_12","alias_value":"SLLG6GGT3TQP","created_at":"2026-07-28T00:21:47Z"},{"alias_kind":"pith_short_16","alias_value":"SLLG6GGT3TQPOKYN","created_at":"2026-07-28T00:21:47Z"},{"alias_kind":"pith_short_8","alias_value":"SLLG6GGT","created_at":"2026-07-28T00:21:47Z"}],"graph_snapshots":[{"event_id":"sha256:da0619a6d70b6cb0b8524fb68001666880ff4b508532cee00af21e6e114cdc56","target":"graph","created_at":"2026-07-28T00:21:47Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2607.22651/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) have enabled increasingly capable conversational agents, but reliably controlling their behavior in real-time interactive environments remains a significant challenge. Existing approaches often rely on model fine-tuning or alignment procedures that are difficult to adapt to changing interaction requirements. This paper introduces layered scenario-driven LLM control, a framework that enables runtime behavior control through structured prompting. By combining persistent context with scenario-specific constraints, the approach allows agent behavior to be modified duri","authors_text":"Domagoj Matijevi\\'c, Luka Borozan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T08:58:33Z","title":"ARdena: Scenario-driven control of real-time LLM agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.22651","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a5fb38e936bebd28c317df10f651d0a1d415867615a2558f13c3eee365d487d1","target":"record","created_at":"2026-07-28T00:21:47Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"4d2edf911399eb23202d5cb22443e53e25579718c0c6850e5bb172baef7e6168","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T08:58:33Z","title_canon_sha256":"a0d91f865496fc1cad60fdf852ee541f639b2fb6e6f7dc2d0d761a4ca5b8e879"},"schema_version":"1.0","source":{"id":"2607.22651","kind":"arxiv","version":1}},"canonical_sha256":"92d66f18d3dce0f72b0db7e860232e698942a3688686f6a707bc2c7637bd5fb3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"92d66f18d3dce0f72b0db7e860232e698942a3688686f6a707bc2c7637bd5fb3","first_computed_at":"2026-07-28T00:21:47.221194Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-28T00:21:47.221194Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"57qZausQKpMaHiXHjYXQwtiZH3tHbLAig7SUwPaslZYZdlej7NRLGVniGBJOWMOp7EcjHX/317aFVkB097ZqCw==","signature_status":"signed_v1","signed_at":"2026-07-28T00:21:47.222119Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.22651","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a5fb38e936bebd28c317df10f651d0a1d415867615a2558f13c3eee365d487d1","sha256:da0619a6d70b6cb0b8524fb68001666880ff4b508532cee00af21e6e114cdc56"],"state_sha256":"761c936778075c655a9c27c625ec7f7ded5046bdbf7a21c709138f99e5fb5860"}